Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "73"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 73 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 102 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 100 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 73, Node N05:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459919 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 214.125205 214.609090 inf inf 3936.675770 3917.019591 8929.813127 8822.648661 nan nan nan nan nan
2459918 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.339547 1.301112 -0.646309 1.281428 0.695221 1.928292 0.208429 0.675935 0.6996 0.6989 0.3884 nan nan
2459917 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.915281 1.137547 -1.167461 1.291281 0.414387 3.885439 -0.376622 -0.522607 0.7292 0.7286 0.4504 nan nan
2459916 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.118810 1.003618 -0.930730 1.646872 -0.199031 4.545285 -0.375422 0.041843 0.6951 0.6957 0.3942 nan nan
2459915 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.060895 1.265467 -1.055081 1.204813 0.854858 -0.007874 -0.586677 0.536583 0.7337 0.7311 0.3534 nan nan
2459914 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.184687 1.159562 -1.095946 1.311321 0.571046 0.652209 -1.688488 0.833960 0.7503 0.7543 0.2998 nan nan
2459913 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.940651 1.188192 -1.014528 1.010382 1.197034 0.188824 -1.018712 0.027797 0.7160 0.7029 0.3942 nan nan
2459912 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -0.862326 1.014450 -1.107294 1.172522 0.311011 0.956634 0.287269 0.754467 0.6944 0.6971 0.3957 nan nan
2459911 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.257465 0.695974 -0.949644 1.462131 0.144565 3.230687 0.515260 0.604270 0.6904 0.6933 0.3995 nan nan
2459910 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.186030 0.718424 -0.961060 1.649119 0.422384 6.712935 0.144533 0.128707 0.6937 0.6943 0.3972 nan nan
2459909 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.129078 0.912182 -1.146298 1.708199 0.451315 4.706127 -0.444373 -0.345518 0.6920 0.6926 0.3970 nan nan
2459908 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.297724 0.856895 -0.951885 1.923390 -0.120463 4.966887 -0.320232 0.057309 0.6997 0.6995 0.3965 nan nan
2459907 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.329692 0.820469 -0.999865 1.899136 0.438269 9.025734 0.927670 1.646085 0.6970 0.6971 0.3920 nan nan
2459906 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.238854 0.569242 -0.680914 1.703187 0.639705 7.160329 -0.494675 0.246924 0.6878 0.6915 0.3946 nan nan
2459905 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -1.095699 0.987647 -0.921081 1.337506 -0.436699 6.559991 -0.330323 -0.307128 0.0564 0.0606 0.0076 nan nan
2459904 RF_maintenance 100.00% 91.14% 91.14% 0.00% - - -1.068478 0.546937 -0.686839 1.911843 0.332748 7.036317 -0.002919 1.047334 0.1183 0.1193 0.0355 nan nan
2459903 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.201667 0.298406 -0.831017 2.554985 0.148687 9.416997 -0.161561 0.481701 0.6895 0.6874 0.3896 nan nan
2459902 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.203021 0.932732 -0.764909 1.921594 0.052232 7.613479 -0.454835 -0.327044 0.6964 0.6923 0.3817 nan nan
2459901 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.328465 0.857611 -1.107810 1.854260 0.457648 10.410195 -0.151243 0.279770 0.6826 0.6788 0.4129 nan nan
2459900 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.291972 1.033956 -1.123328 1.751755 1.019431 10.898142 -0.725715 0.201913 0.6485 0.6558 0.3330 nan nan
2459898 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.090330 0.288830 -1.019121 2.163195 0.395897 15.225572 1.492916 3.106709 0.6969 0.6911 0.3893 nan nan
2459897 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -1.052226 0.398642 -0.670373 2.126260 -0.160903 9.487658 -0.303906 0.352249 0.0566 0.0582 0.0087 nan nan
2459896 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -1.204953 0.493232 -0.751257 2.373189 -1.372642 15.496834 -0.371898 -0.069252 0.0558 0.0568 0.0084 nan nan
2459895 RF_maintenance 0.00% 7.62% 5.03% 0.00% - - -1.124750 0.989171 -1.049871 1.424187 -1.274173 3.805956 -2.099002 1.888886 0.6774 0.6841 0.2401 nan nan
2459894 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.061991 0.845278 -0.822876 1.218518 0.447580 4.089514 0.777941 0.838275 0.7105 0.7026 0.3706 nan nan
2459893 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.232604 0.615075 -0.940889 2.169498 -0.289172 12.244410 -0.564572 0.133617 0.7086 0.6979 0.3786 nan nan
2459892 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.274031 0.522052 -1.026729 2.389905 -0.372934 13.662737 0.190549 0.928342 0.7071 0.7023 0.3751 nan nan
2459891 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.098556 0.577034 -0.761051 1.755226 -0.498781 11.208349 0.219015 1.232041 0.7012 0.6981 0.3804 nan nan
2459890 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.130933 0.816059 -1.307875 1.269635 -0.301232 -0.822683 -0.681165 -0.729295 0.7041 0.6980 0.3801 nan nan
2459889 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.155500 0.796275 -0.835752 1.240573 -0.317036 6.167218 0.841564 1.310957 0.7114 0.7012 0.3749 nan nan
2459888 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -0.922266 0.532678 -0.978826 1.615342 -1.117060 6.102538 -0.960876 0.334452 0.7251 0.7206 0.3647 nan nan
2459887 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 2.330496 -1.084760 2.762936 7.198794 1.338530 1.374474 -2.257814 -0.315040 0.7024 0.6501 0.3927 nan nan
2459886 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 2.003079 -1.803714 2.951157 6.293319 2.257804 2.175928 1.287683 5.489052 0.7680 0.7272 0.3320 nan nan
2459885 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 17.396348 19.263610 60.858208 61.767862 14.327354 19.488757 18.495783 12.595709 0.0272 0.0272 0.0013 nan nan
2459884 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 9.445395 10.865153 11.419932 11.900114 7.945950 9.814532 2.860244 0.710251 0.0270 0.0272 0.0012 nan nan
2459883 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 13.585669 15.480005 55.095680 55.728057 7.984945 10.792965 11.407060 6.660789 0.0269 0.0269 0.0013 nan nan
2459882 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 22.668041 25.206673 61.294228 62.546419 11.214655 15.188584 4.043053 1.439558 0.0272 0.0275 0.0013 nan nan
2459881 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 12.819460 14.390342 70.098639 71.214547 22.083871 30.481617 12.385956 15.615989 0.0270 0.0270 0.0013 nan nan
2459880 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 15.513260 17.434641 58.082459 58.544125 6.837621 9.208891 3.772861 1.027677 0.0270 0.0271 0.0012 nan nan
2459879 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 7.831773 9.104121 10.238370 10.673326 1.539012 1.999154 5.608237 3.272863 0.0270 0.0268 0.0013 nan nan
2459878 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 309.204990 309.317833 inf inf 9078.857147 9082.375148 32623.829138 32646.850959 nan nan nan nan nan
2459876 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 16.064013 17.773781 50.589740 51.963693 29.818188 44.022826 9.271701 4.347353 0.0274 0.0274 0.0013 nan nan
2459875 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 16.705059 18.845041 66.202662 67.408354 13.235053 20.604850 4.938332 7.976935 0.0272 0.0272 0.0012 nan nan
2459874 digital_ok 100.00% 100.00% 100.00% 0.00% - - 23.726932 26.570088 34.530138 35.462949 18.089874 27.428009 6.998560 2.659738 0.0271 0.0272 0.0013 nan nan
2459873 digital_ok 100.00% 100.00% 100.00% 0.00% - - 17.733272 19.811927 44.585620 45.738241 7.359604 11.184575 3.406107 1.113717 0.0275 0.0277 0.0013 nan nan
2459872 digital_ok 100.00% 100.00% 100.00% 0.00% - - 15.502857 17.607630 57.150700 58.669871 20.141560 31.450948 4.463765 1.276676 0.0269 0.0268 0.0012 nan nan
2459871 digital_ok 100.00% 100.00% 100.00% 0.00% - - 12.412259 14.367358 61.696005 62.740455 18.104951 26.015506 2.827022 0.566906 0.0270 0.0269 0.0013 nan nan
2459870 digital_ok 100.00% 100.00% 100.00% 0.00% - - 21.172230 23.962869 46.517268 47.447535 10.687776 17.934227 8.852624 4.490151 0.0271 0.0267 0.0013 nan nan
2459869 digital_ok 100.00% 100.00% 100.00% 0.00% - - 17.895244 19.248063 46.510286 47.166293 15.724823 22.929247 7.317139 4.517667 0.0271 0.0271 0.0012 nan nan
2459868 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459867 digital_ok 100.00% 100.00% 100.00% 0.00% - - 13.348176 15.774404 55.190877 56.430255 5.722277 9.876462 4.706161 1.202936 0.0271 0.0273 0.0012 nan nan
2459866 digital_ok 100.00% 100.00% 100.00% 0.00% - - 15.487626 18.026174 52.022809 53.390171 6.380871 11.078601 3.524969 1.573267 0.0272 0.0272 0.0012 nan nan
2459865 digital_ok 100.00% 100.00% 100.00% 0.00% - - 16.750460 20.133962 63.025956 64.916240 15.569656 23.954742 15.964103 12.179502 0.0268 0.0266 0.0012 nan nan
2459864 digital_ok 100.00% 100.00% 100.00% 0.00% - - 20.692450 24.817628 25.191727 26.492446 8.151268 13.351934 7.666796 3.244056 0.0267 0.0266 0.0011 nan nan
2459863 digital_ok 100.00% 100.00% 100.00% 0.00% - - 12.288919 14.868106 7.966509 8.553035 2.944117 5.061831 3.599709 0.901005 0.0269 0.0268 0.0012 nan nan
2459862 digital_ok 100.00% 100.00% 100.00% 0.00% - - 12.155439 15.123460 28.797450 30.453343 12.576776 19.014903 2.904019 0.925755 0.0272 0.0272 0.0012 nan nan
2459861 digital_ok 100.00% 100.00% 100.00% 0.00% - - 9.390223 11.164705 8.062492 8.812317 2.512683 3.215218 3.019610 0.664727 0.0266 0.0267 0.0012 nan nan
2459860 digital_ok 100.00% 100.00% 100.00% 0.00% - - 10.371434 12.350774 24.245507 25.506484 14.569804 21.613045 2.936830 0.693692 0.0267 0.0266 0.0012 nan nan
2459859 digital_ok 100.00% 100.00% 100.00% 0.00% - - 8.530120 10.450366 8.738164 9.489984 2.170686 2.771399 1.678141 0.231860 0.0268 0.0269 0.0012 nan nan
2459858 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.267143 11.129677 9.036396 9.722874 2.199134 2.821653 3.176917 0.760941 0.0266 0.0267 0.0005 1.129246 1.127130
2459857 digital_ok 100.00% 100.00% 100.00% 0.00% - - 7.406743 7.133877 1.261936 1.144035 3.523097 1.855500 9.188950 2.925000 0.0240 0.0239 0.0004 nan nan
2459856 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.929489 17.031987 22.838314 23.928424 6.592675 12.070855 5.656922 3.217993 0.0270 0.0270 0.0005 1.144061 1.141007
2459855 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.586180 16.717742 23.806969 24.695582 2.844513 4.249554 1.883896 0.148590 0.0266 0.0269 0.0005 1.138548 1.134553
2459854 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.619708 15.030595 18.251178 18.843178 3.962978 4.268928 4.644766 2.592386 0.0267 0.0269 0.0005 1.143574 1.140450
2459853 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.304192 14.953970 24.789659 26.169757 6.826879 10.792674 4.896368 1.925465 0.0269 0.0267 0.0004 1.146220 1.141166
2459852 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.497565 15.328130 25.413281 27.269700 15.444994 19.798294 16.865067 16.448382 0.0268 0.0266 0.0004 1.138615 1.136615
2459851 digital_ok 100.00% 100.00% 10.31% 0.00% 100.00% 0.00% 9.586081 9.623261 26.236153 2.978870 21.472529 67.395180 14.625611 1.946302 0.0447 0.6479 0.4669 0.983044 2.958292
2459850 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.672926 1.414638 22.703634 -0.132104 10.277233 1.269566 8.277679 0.055245 0.0273 0.0550 0.0239 1.144955 1.170888
2459849 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.582027 1.437009 45.919340 -0.473176 7.049837 1.297637 5.646286 0.152892 0.0273 0.0593 0.0254 1.150353 1.180298
2459848 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.398446 1.693036 29.385857 -0.946842 14.319395 0.864711 4.105120 -0.631002 0.0271 0.0600 0.0252 1.159145 1.186780
2459847 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.402971 1.115625 27.380734 -0.702825 22.114394 -0.563236 1.881498 0.618428 0.0262 0.0549 0.0191 1.168797 1.195299
2459846 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.030311 -1.035895 33.364030 -0.539875 21.448598 0.380253 5.623196 -0.115973 0.0275 0.0612 0.0256 1.188424 1.214198
2459845 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 15.726110 2.221477 38.997963 -0.257497 10.134117 2.579899 3.091900 2.811094 0.0504 0.7508 0.5906 1.090277 25.381838
2459844 digital_ok 100.00% 100.00% 100.00% 0.00% - - 15.567953 0.846542 4.957166 -0.218120 3.618700 1.052709 12.533094 1.597940 0.0239 0.0243 0.0005 nan nan
2459843 digital_ok 100.00% 100.00% 0.66% 0.00% 100.00% 0.00% 16.007778 2.248079 18.782401 -1.061603 64.594094 0.184444 0.603028 0.995822 0.0356 0.7485 0.5404 1.233459 3.438533
2459840 digital_ok 0.00% 100.00% 100.00% 0.00% - - 3.610704 3.074700 -1.083308 -1.316501 1.232822 1.675584 1.199968 0.737452 0.0232 0.0239 0.0010 nan nan
2459839 digital_ok 0.00% - - - - - 0.294263 0.219327 -0.723446 -0.654885 -0.534830 -0.851238 1.157775 0.748276 nan nan nan nan nan
2459838 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 15.593429 1.587315 21.959191 -0.878938 19.574674 0.398915 0.580705 -0.074561 0.0373 0.6886 0.3818 0.000000 0.000000
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0315 0.0348 0.0027 nan nan
2459835 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.424388 -0.925550 2.173977 -0.880037 0.591320 2.207272 1.557881 6.285234 0.0330 0.0364 0.0021 nan nan
2459833 digital_ok 100.00% 100.00% 100.00% 0.00% - - 6.466209 0.137042 2.635838 0.333032 7.186896 11.768199 3.609207 2.358771 0.0256 0.0275 0.0036 nan nan
2459832 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 29.718369 -0.594454 24.653983 0.296471 13.593285 0.590908 1.313026 0.896144 0.0342 0.5270 0.3302 1.192571 2.751203
2459831 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.120856 -0.225008 -0.229677 -0.136401 0.739007 2.479249 1.012555 0.703970 0.0257 0.0335 0.0029 nan nan
2459830 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 30.055037 -0.024816 35.214341 0.987785 39.730666 -0.218043 3.499208 0.861380 0.0317 0.5162 0.2804 1.177536 2.819479
2459829 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 26.813804 1.441966 28.680898 0.250282 28.597988 15.644194 4.525425 3.182383 0.0346 0.6423 0.3698 0.000000 0.000000
2459828 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 25.486553 0.308492 30.939032 3.305048 36.565384 2.291144 9.012941 -1.773532 0.0369 0.5479 0.3037 1.124267 3.976304
2459827 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 22.139982 0.336987 34.735896 5.214357 24.525605 1.635140 0.204597 -0.107667 0.0352 0.6611 0.3426 1.209018 4.822102
2459826 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 24.062087 -0.150438 39.048206 3.721807 48.821368 2.471402 5.377118 -0.294839 0.0357 0.5809 0.2859 0.000000 0.000000
2459825 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 26.482550 -0.406859 31.070433 1.734249 27.549250 0.535219 0.008725 -0.439043 0.0346 0.5775 0.2374 1.322048 4.408842
2459824 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 14.487537 1.596627 24.703633 2.257002 10.648017 -0.290968 1.400649 -0.094360 0.0344 0.7090 0.2992 1.241069 9.654327
2459823 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 25.179339 0.478329 46.463214 2.124980 34.197772 0.255078 25.600294 0.139449 0.0332 0.6185 0.2762 -0.000000 -0.000000
2459822 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 24.452221 0.281384 42.578167 2.451166 30.794583 0.993050 0.687979 -0.861425 0.0329 0.6070 0.2575 1.205376 3.293573
2459821 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 27.290621 0.228633 43.572254 2.940935 26.205350 0.767154 -1.257721 -0.039447 0.0324 0.6390 0.3141 1.191407 3.171066
2459820 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 21.569247 -0.029863 34.830515 2.918230 66.185640 2.085101 2.788263 0.059962 0.0434 0.6949 0.3643 1.225085 3.808817
2459817 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 24.275565 0.013344 42.317071 1.017455 36.206731 0.859834 1.014506 -0.669551 0.0376 0.6919 0.3676 1.195348 2.724568
2459816 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 18.239146 -0.696655 42.351710 0.158921 46.582541 0.956424 4.923122 1.705398 0.0374 0.6115 0.3620 1.226511 3.269667
2459815 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 21.974665 0.379776 46.318158 -0.409018 47.499492 0.392475 8.381601 2.695237 0.0336 0.6932 0.4024 1.183698 2.968552
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 73: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance ee Power inf 214.125205 214.609090 inf inf 3936.675770 3917.019591 8929.813127 8822.648661

Antenna 73: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 1.928292 1.301112 -1.339547 1.281428 -0.646309 1.928292 0.695221 0.675935 0.208429

Antenna 73: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 3.885439 1.137547 -0.915281 1.291281 -1.167461 3.885439 0.414387 -0.522607 -0.376622

Antenna 73: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 4.545285 -1.118810 1.003618 -0.930730 1.646872 -0.199031 4.545285 -0.375422 0.041843

Antenna 73: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Shape 1.265467 -1.060895 1.265467 -1.055081 1.204813 0.854858 -0.007874 -0.586677 0.536583

Antenna 73: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Power 1.311321 -1.184687 1.159562 -1.095946 1.311321 0.571046 0.652209 -1.688488 0.833960

Antenna 73: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance ee Temporal Variability 1.197034 1.188192 -0.940651 1.010382 -1.014528 0.188824 1.197034 0.027797 -1.018712

Antenna 73: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Power 1.172522 1.014450 -0.862326 1.172522 -1.107294 0.956634 0.311011 0.754467 0.287269

Antenna 73: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 3.230687 0.695974 -1.257465 1.462131 -0.949644 3.230687 0.144565 0.604270 0.515260

Antenna 73: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 6.712935 0.718424 -1.186030 1.649119 -0.961060 6.712935 0.422384 0.128707 0.144533

Antenna 73: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 4.706127 0.912182 -1.129078 1.708199 -1.146298 4.706127 0.451315 -0.345518 -0.444373

Antenna 73: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 4.966887 -1.297724 0.856895 -0.951885 1.923390 -0.120463 4.966887 -0.320232 0.057309

Antenna 73: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 9.025734 0.820469 -1.329692 1.899136 -0.999865 9.025734 0.438269 1.646085 0.927670

Antenna 73: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 7.160329 0.569242 -1.238854 1.703187 -0.680914 7.160329 0.639705 0.246924 -0.494675

Antenna 73: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 6.559991 0.987647 -1.095699 1.337506 -0.921081 6.559991 -0.436699 -0.307128 -0.330323

Antenna 73: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 7.036317 0.546937 -1.068478 1.911843 -0.686839 7.036317 0.332748 1.047334 -0.002919

Antenna 73: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 9.416997 0.298406 -1.201667 2.554985 -0.831017 9.416997 0.148687 0.481701 -0.161561

Antenna 73: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 7.613479 -1.203021 0.932732 -0.764909 1.921594 0.052232 7.613479 -0.454835 -0.327044

Antenna 73: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 10.410195 -1.328465 0.857611 -1.107810 1.854260 0.457648 10.410195 -0.151243 0.279770

Antenna 73: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 10.898142 -1.291972 1.033956 -1.123328 1.751755 1.019431 10.898142 -0.725715 0.201913

Antenna 73: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 15.225572 0.288830 -1.090330 2.163195 -1.019121 15.225572 0.395897 3.106709 1.492916

Antenna 73: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 9.487658 0.398642 -1.052226 2.126260 -0.670373 9.487658 -0.160903 0.352249 -0.303906

Antenna 73: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 15.496834 0.493232 -1.204953 2.373189 -0.751257 15.496834 -1.372642 -0.069252 -0.371898

Antenna 73: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 3.805956 -1.124750 0.989171 -1.049871 1.424187 -1.274173 3.805956 -2.099002 1.888886

Antenna 73: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 4.089514 0.845278 -1.061991 1.218518 -0.822876 4.089514 0.447580 0.838275 0.777941

Antenna 73: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 12.244410 -1.232604 0.615075 -0.940889 2.169498 -0.289172 12.244410 -0.564572 0.133617

Antenna 73: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 13.662737 0.522052 -1.274031 2.389905 -1.026729 13.662737 -0.372934 0.928342 0.190549

Antenna 73: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 11.208349 -1.098556 0.577034 -0.761051 1.755226 -0.498781 11.208349 0.219015 1.232041

Antenna 73: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Power 1.269635 0.816059 -1.130933 1.269635 -1.307875 -0.822683 -0.301232 -0.729295 -0.681165

Antenna 73: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 6.167218 -1.155500 0.796275 -0.835752 1.240573 -0.317036 6.167218 0.841564 1.310957

Antenna 73: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Temporal Variability 6.102538 0.532678 -0.922266 1.615342 -0.978826 6.102538 -1.117060 0.334452 -0.960876

Antenna 73: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Power 7.198794 -1.084760 2.330496 7.198794 2.762936 1.374474 1.338530 -0.315040 -2.257814

Antenna 73: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Power 6.293319 2.003079 -1.803714 2.951157 6.293319 2.257804 2.175928 1.287683 5.489052

Antenna 73: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Power 61.767862 19.263610 17.396348 61.767862 60.858208 19.488757 14.327354 12.595709 18.495783

Antenna 73: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Power 11.900114 10.865153 9.445395 11.900114 11.419932 9.814532 7.945950 0.710251 2.860244

Antenna 73: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Power 55.728057 15.480005 13.585669 55.728057 55.095680 10.792965 7.984945 6.660789 11.407060

Antenna 73: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Power 62.546419 25.206673 22.668041 62.546419 61.294228 15.188584 11.214655 1.439558 4.043053

Antenna 73: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Power 71.214547 14.390342 12.819460 71.214547 70.098639 30.481617 22.083871 15.615989 12.385956

Antenna 73: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Power 58.544125 17.434641 15.513260 58.544125 58.082459 9.208891 6.837621 1.027677 3.772861

Antenna 73: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Power 10.673326 9.104121 7.831773 10.673326 10.238370 1.999154 1.539012 3.272863 5.608237

Antenna 73: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Power inf 309.317833 309.204990 inf inf 9082.375148 9078.857147 32646.850959 32623.829138

Antenna 73: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Power 51.963693 16.064013 17.773781 50.589740 51.963693 29.818188 44.022826 9.271701 4.347353

Antenna 73: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 RF_maintenance nn Power 67.408354 16.705059 18.845041 66.202662 67.408354 13.235053 20.604850 4.938332 7.976935

Antenna 73: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Power 35.462949 23.726932 26.570088 34.530138 35.462949 18.089874 27.428009 6.998560 2.659738

Antenna 73: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Power 45.738241 17.733272 19.811927 44.585620 45.738241 7.359604 11.184575 3.406107 1.113717

Antenna 73: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Power 58.669871 17.607630 15.502857 58.669871 57.150700 31.450948 20.141560 1.276676 4.463765

Antenna 73: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Power 62.740455 14.367358 12.412259 62.740455 61.696005 26.015506 18.104951 0.566906 2.827022

Antenna 73: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Power 47.447535 21.172230 23.962869 46.517268 47.447535 10.687776 17.934227 8.852624 4.490151

Antenna 73: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Power 47.166293 17.895244 19.248063 46.510286 47.166293 15.724823 22.929247 7.317139 4.517667

Antenna 73: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 73: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Power 56.430255 13.348176 15.774404 55.190877 56.430255 5.722277 9.876462 4.706161 1.202936

Antenna 73: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Power 53.390171 18.026174 15.487626 53.390171 52.022809 11.078601 6.380871 1.573267 3.524969

Antenna 73: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Power 64.916240 16.750460 20.133962 63.025956 64.916240 15.569656 23.954742 15.964103 12.179502

Antenna 73: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Power 26.492446 24.817628 20.692450 26.492446 25.191727 13.351934 8.151268 3.244056 7.666796

Antenna 73: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Shape 14.868106 12.288919 14.868106 7.966509 8.553035 2.944117 5.061831 3.599709 0.901005

Antenna 73: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Power 30.453343 12.155439 15.123460 28.797450 30.453343 12.576776 19.014903 2.904019 0.925755

Antenna 73: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Shape 11.164705 11.164705 9.390223 8.812317 8.062492 3.215218 2.512683 0.664727 3.019610

Antenna 73: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Power 25.506484 10.371434 12.350774 24.245507 25.506484 14.569804 21.613045 2.936830 0.693692

Antenna 73: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Shape 10.450366 8.530120 10.450366 8.738164 9.489984 2.170686 2.771399 1.678141 0.231860

Antenna 73: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Shape 11.129677 11.129677 9.267143 9.722874 9.036396 2.821653 2.199134 0.760941 3.176917

Antenna 73: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Temporal Discontinuties 9.188950 7.133877 7.406743 1.144035 1.261936 1.855500 3.523097 2.925000 9.188950

Antenna 73: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Power 23.928424 13.929489 17.031987 22.838314 23.928424 6.592675 12.070855 5.656922 3.217993

Antenna 73: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Power 24.695582 16.717742 14.586180 24.695582 23.806969 4.249554 2.844513 0.148590 1.883896

Antenna 73: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Power 18.843178 15.030595 14.619708 18.843178 18.251178 4.268928 3.962978 2.592386 4.644766

Antenna 73: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Power 26.169757 14.953970 12.304192 26.169757 24.789659 10.792674 6.826879 1.925465 4.896368

Antenna 73: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Power 27.269700 12.497565 15.328130 25.413281 27.269700 15.444994 19.798294 16.865067 16.448382

Antenna 73: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Temporal Variability 67.395180 9.586081 9.623261 26.236153 2.978870 21.472529 67.395180 14.625611 1.946302

Antenna 73: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Power 22.703634 11.672926 1.414638 22.703634 -0.132104 10.277233 1.269566 8.277679 0.055245

Antenna 73: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Power 45.919340 13.582027 1.437009 45.919340 -0.473176 7.049837 1.297637 5.646286 0.152892

Antenna 73: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Power 29.385857 1.693036 12.398446 -0.946842 29.385857 0.864711 14.319395 -0.631002 4.105120

Antenna 73: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Power 27.380734 1.115625 14.402971 -0.702825 27.380734 -0.563236 22.114394 0.618428 1.881498

Antenna 73: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Power 33.364030 24.030311 -1.035895 33.364030 -0.539875 21.448598 0.380253 5.623196 -0.115973

Antenna 73: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Power 38.997963 2.221477 15.726110 -0.257497 38.997963 2.579899 10.134117 2.811094 3.091900

Antenna 73: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Shape 15.567953 15.567953 0.846542 4.957166 -0.218120 3.618700 1.052709 12.533094 1.597940

Antenna 73: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Temporal Variability 64.594094 2.248079 16.007778 -1.061603 18.782401 0.184444 64.594094 0.995822 0.603028

Antenna 73: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Shape 3.610704 3.610704 3.074700 -1.083308 -1.316501 1.232822 1.675584 1.199968 0.737452

Antenna 73: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Temporal Discontinuties 1.157775 0.219327 0.294263 -0.654885 -0.723446 -0.851238 -0.534830 0.748276 1.157775

Antenna 73: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Power 21.959191 1.587315 15.593429 -0.878938 21.959191 0.398915 19.574674 -0.074561 0.580705

Antenna 73: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Temporal Discontinuties 6.285234 -0.925550 2.424388 -0.880037 2.173977 2.207272 0.591320 6.285234 1.557881

Antenna 73: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Temporal Variability 11.768199 0.137042 6.466209 0.333032 2.635838 11.768199 7.186896 2.358771 3.609207

Antenna 73: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Shape 29.718369 29.718369 -0.594454 24.653983 0.296471 13.593285 0.590908 1.313026 0.896144

Antenna 73: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Temporal Variability 2.479249 0.120856 -0.225008 -0.229677 -0.136401 0.739007 2.479249 1.012555 0.703970

Antenna 73: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Temporal Variability 39.730666 30.055037 -0.024816 35.214341 0.987785 39.730666 -0.218043 3.499208 0.861380

Antenna 73: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Power 28.680898 1.441966 26.813804 0.250282 28.680898 15.644194 28.597988 3.182383 4.525425

Antenna 73: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Temporal Variability 36.565384 0.308492 25.486553 3.305048 30.939032 2.291144 36.565384 -1.773532 9.012941

Antenna 73: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Power 34.735896 22.139982 0.336987 34.735896 5.214357 24.525605 1.635140 0.204597 -0.107667

Antenna 73: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Temporal Variability 48.821368 -0.150438 24.062087 3.721807 39.048206 2.471402 48.821368 -0.294839 5.377118

Antenna 73: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Power 31.070433 -0.406859 26.482550 1.734249 31.070433 0.535219 27.549250 -0.439043 0.008725

Antenna 73: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Power 24.703633 14.487537 1.596627 24.703633 2.257002 10.648017 -0.290968 1.400649 -0.094360

Antenna 73: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Power 46.463214 0.478329 25.179339 2.124980 46.463214 0.255078 34.197772 0.139449 25.600294

Antenna 73: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Power 42.578167 24.452221 0.281384 42.578167 2.451166 30.794583 0.993050 0.687979 -0.861425

Antenna 73: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Power 43.572254 0.228633 27.290621 2.940935 43.572254 0.767154 26.205350 -0.039447 -1.257721

Antenna 73: 2459820

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Temporal Variability 66.185640 21.569247 -0.029863 34.830515 2.918230 66.185640 2.085101 2.788263 0.059962

Antenna 73: 2459817

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Power 42.317071 24.275565 0.013344 42.317071 1.017455 36.206731 0.859834 1.014506 -0.669551

Antenna 73: 2459816

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Temporal Variability 46.582541 -0.696655 18.239146 0.158921 42.351710 0.956424 46.582541 1.705398 4.923122

Antenna 73: 2459815

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok ee Temporal Variability 47.499492 0.379776 21.974665 -0.409018 46.318158 0.392475 47.499492 2.695237 8.381601

Antenna 73: 2459814

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Shape nan nan nan nan nan nan nan nan nan

Antenna 73: 2459813

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
73 N05 digital_ok nn Shape nan nan nan inf inf nan nan nan nan
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